How it Works

Vibe-Shift is Opsera's autonomous DevOps agent that takes your AI-generated code and deploys it to production on AWS EKS — no CI/CD knowledge, no Dockerfile, no YAML required.

From Vibe Code to Production —

The Problem

Vibe coding gets you to a working app in minutes. But working isn't production. Vibe-generated code ships without real auth, no Dockerfile, no container config, no CI/CD, no health checks, no audit trail.

What Vibe-Shift does

VIBEshift is Opsera's autonomous DevOps agent. It takes your vibe-coded app directly from GitHub, detects your stack, generates a Dockerfile, provisions AWS EKS infrastructure, and deploys your app to production — no CI/CD knowledge, no YAML, no Terraform required.

The result

A production-grade application running on AWS EKS, with production-ready OAuth, health verification, and a full audit trail.

6 Autonomous Steps.

No human required.

Vibe-Shift runs a full production pipeline against your repo — automatically, in sequence, with self-healing built in at every stage.

Step 01

Stack

Auto-Detection

Reads your repo and identifies Node.js, Python, React, or Next.js — no configuration file needed. Vibe-Shift figures out what you built so you don't have to tell it.

Step 02

OAuth

Migration

Detects existing OAuth flows and upgrades them to Express + Passport.js for production-grade security — automatically, with no manual code changes required from you.

Step 03

Dockerfile

Generation

Creates a production-optimised Dockerfile from your detected stack. This is the only file committed to your repo — clean and minimal. Nothing else touched.

Step 04

Self-Healing Deployments

Monitors rollout health in real time and automatically retries failed steps — up to 5 times before alerting you. Most issues resolve without you ever knowing they happened.

Step 05

Health

Verification

Validates that pods are running and service endpoints are responding before marking the deployment complete. Your app is confirmed live — not just deployed.

GitOps, Built In.

Auto-deploy is on by default. The moment you push to main, Vibe-Shift triggers the full 6-step pipeline — no commands, no manual steps. Your git push is your deployment trigger.

Deploy From Your IDE.

Vibe-Shift integrates natively with Claude Code, Cursor or VS Code via MCP. Type one command in your chat window and the agent handles the rest — end to end, autonomously.

That's it. Vibe-Shift does the rest.

1

One command deploy

The full pipeline runs from a single chat message in your IDE.

2

Deterministic execution

Server-orchestrated, reproducible results, every time.

3

MCP-native

Code connects via HTTPS + OAuth Bearer token. SKU-filtered tool access per plan.

4

Full observability

Every tool call, auth event, and deployment step is logged. Complete audit trail, always.

What Vibe Platforms Ship vs What Vibe-Shift Adds

	Vibe Platform	Vibe-Shift
Working code	✅	✅
Production auth (OAuth / Passport.js)	❌	✅
Dockerfile	❌	✅ Auto-generated
CI/CD pipeline	❌	✅ GitOps, zero config
Cloud infrastructure	❌	✅ AWS EKS, fully managed
Health verification	❌	✅ Pod + endpoint checks
Failure recovery	❌	✅ 5× auto-retry
Audit trail	❌	✅ Full PostgreSQL log

• Supported stacks: Node.js, Python, React, Next.js

• Supported git providers: GitHub, GitLab, Bitbucket Supported clouds: AWS EKS (Azure and GCP available via pipeline environment config) Powered by: Claude AI (Sonnet + Opus), MCP Protocol

Enterprise-grade infra.

Fully managed. No customer VPC.

Vibe-Shift provisions and manages all of the following on your behalf — you get production infrastructure without managing any of it.